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Os07g0643500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical protein.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = temperature,
response mode = > th, dose dependency = dose dependent, type of G = no)
deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
219.88 | 0.697 | 5.73 | 1.32 | 0.061 | 0.503 | -1.79 | -11.3 | 0.468 | 13.9 | 29.43 | 1253 | -- | -- |
228.2 | 0.704 | 5.48 | 3.36 | 0.0619 | -0.816 | -1.7 | -- | 0.558 | 13.9 | 28.9 | 2656 | -- | -- |
231.98 | 0.709 | 5.72 | 1.38 | 0.0913 | 0.493 | -- | -10.8 | 0.504 | 16.5 | 29.63 | 1259 | -- | -- |
237.03 | 0.717 | 5.49 | 3.29 | 0.1 | -0.731 | -- | -- | 0.542 | 15.4 | 30.88 | 1213 | -- | -- |
232.39 | 0.71 | 5.71 | 1.44 | -- | 0.427 | -- | -10.4 | 0.477 | -- | 29.54 | 1258 | -- | -- |
254.69 | 0.748 | 5.46 | 3.14 | 0.183 | -- | -1.52 | -- | 0.669 | 14.1 | -- | -- | -- | -- |
263.17 | 0.76 | 5.47 | 3.09 | 0.197 | -- | -- | -- | 0.661 | 15.4 | -- | -- | -- | -- |
237.53 | 0.718 | 5.49 | 3.27 | -- | -0.746 | -- | -- | 0.531 | -- | 30.9 | 1218 | -- | -- |
508.97 | 1.05 | 5.56 | -- | 0.0677 | -0.406 | -- | -- | 0.268 | 14.2 | 34.65 | 1235 | -- | -- |
265.35 | 0.761 | 5.47 | 3.08 | -- | -- | -- | -- | 0.656 | -- | -- | -- | -- | -- |
515.15 | 1.06 | 5.54 | -- | 0.136 | -- | -- | -- | 0.317 | 15.5 | -- | -- | -- | -- |
508.97 | 1.05 | 5.56 | -- | -- | -0.6 | -- | -- | 0.248 | -- | 34.88 | 1234 | -- | -- |
516.18 | 1.06 | 5.54 | -- | -- | -- | -- | -- | 0.314 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
Local optima within top1000 grid-points
rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|
1 | 221.44 | temperature | 30.0 | 1440 | > th | dose dependent | rect. | 13 | 3 |
7 | 221.68 | temperature | 30.0 | 1440 | > th | dose dependent | rect. | 11 | 8 |
35 | 221.69 | temperature | 30.0 | 1440 | > th | dose dependent | sin | 20 | NA |
67 | 221.70 | temperature | 30.0 | 1440 | > th | dose dependent | rect. | 13 | 23 |
74 | 221.72 | temperature | 30.0 | 1440 | > th | dose dependent | rect. | 18 | 23 |
84 | 221.76 | temperature | 30.0 | 1440 | > th | dose dependent | no | NA | NA |
311 | 222.74 | temperature | 30.0 | 1440 | > th | dose dependent | sin | 10 | NA |
315 | 222.88 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 9 | 10 |
329 | 222.88 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 18 | 15 |
330 | 222.89 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 1 |
331 | 222.89 | temperature | 30.0 | 1440 | > th | dose dependent | rect. | 10 | 1 |
332 | 222.89 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 1 |
348 | 222.94 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 17 | 22 |
354 | 223.12 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 22 |
356 | 223.16 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 9 | 6 |
363 | 223.25 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 1 |
364 | 223.27 | temperature | 30.0 | 1440 | > th | dose independent | no | NA | NA |
481 | 223.33 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 9 | 16 |
483 | 223.33 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 9 | 19 |
485 | 223.34 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 9 | 10 |
488 | 223.34 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 9 | 14 |
497 | 223.35 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 9 |
499 | 223.37 | temperature | 30.0 | 1440 | > th | dose independent | sin | 11 | NA |
501 | 223.37 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 22 | 12 |
504 | 223.39 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 18 | 17 |
506 | 223.40 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 18 | 17 |
508 | 223.41 | temperature | 30.0 | 1440 | > th | dose independent | sin | 19 | NA |
514 | 223.42 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 12 | 23 |
517 | 223.44 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 9 | 2 |
518 | 223.45 | temperature | 30.0 | 1440 | < th | dose independent | sin | 11 | NA |
524 | 223.48 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 7 | 11 |
592 | 223.65 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 6 | 22 |
593 | 223.66 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 6 | 1 |
596 | 223.66 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 6 | 13 |
601 | 223.66 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 16 |
604 | 223.66 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 6 | 17 |
611 | 223.66 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 20 |
616 | 223.66 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 22 | 21 |
626 | 223.67 | temperature | 30.0 | 1440 | < th | dose independent | no | NA | NA |
670 | 223.67 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 10 | 8 |
672 | 223.68 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 9 | 2 |
689 | 223.69 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 9 | 5 |
756 | 223.77 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 12 | 6 |
781 | 223.85 | temperature | 30.0 | 1440 | < th | dose independent | sin | 3 | NA |
785 | 223.86 | temperature | 30.0 | 1440 | < th | dose independent | sin | 1 | NA |
814 | 223.90 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 6 |
848 | 223.98 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 15 | 4 |
869 | 224.00 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 6 | 1 |
918 | 224.10 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 13 |
922 | 224.11 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 10 |
925 | 224.12 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 6 |
926 | 224.12 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 8 |
929 | 224.12 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 16 |
933 | 224.13 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 4 |
956 | 224.14 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 14 | 5 |
966 | 224.18 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 1 | 7 |
972 | 224.20 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 2 |
985 | 224.24 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 6 | 9 |
986 | 224.24 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 12 |
987 | 224.24 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 22 | 17 |
991 | 224.25 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 24 | 15 |